| Sem. | Module | Area | CP |
|---|---|---|---|
| 6/7 |
3D modeling and game development (3MS)
6/7. Semester | 5 CP |
Elective Area
Create Modern Interactive 3D Worlds: Model 3D objects, develop materials and animations, work with lighting, rendering, and visual programming, and create interactive applications ranging from prototypes to complete games.
|
Elective Area
|
5 CP |
| 6/7 |
Application Containers and Docker Technology (ACD)
6/7. Semester | 5 CP |
Elective Area
How Modern Software Runs Today: Install and manage containers, combine applications into distributed systems, and ensure that software runs reliably, scalably, and efficiently.
|
Elective Area
|
5 CP |
| 6/7 |
Automata Theory and Formal Languages (AFS)
6/7. Semester | 5 CP |
Elective Area
Behind the Logic of Software: Learn how software is structured, develop your own formal models, and use them to solve complex computational and software engineering problems.
|
Elective Area
|
5 CP |
| 6/7 |
Agile Software Development (AGI)
6/7. Semester | 5 CP |
Elective Area
Discover How Real Teams Work: Apply agile methods such as Scrum, Kanban, and XP while understanding the principles behind them, why they are effective, and how to use them successfully.
|
Elective Area
|
5 CP |
| 6/7 |
Algorithms for Modern Computer Architectures (ALR)
6/7. Semester | 5 CP |
Elective Area
Computing with Modern Computer Architectures: Gain insight into processor architectures such as CPUs and GPUs and their areas of application. Explore parallel programming, hardware-software interaction, and program optimization. You will also learn about virtual machines and GPU programming for computationally intensive tasks.
|
Elective Area
|
5 CP |
| 6/7 |
Angular (ANG)
6/7. Semester | 5 CP |
Elective Area
Build Modern Web Applications: Learn how modern web applications are structured, develop your own applications, integrate APIs, and implement secure authentication and authorization systems.
|
Elective Area
|
5 CP |
| 6/7 |
Applied project: Visualization (APV)
6/7. Semester | 5 CP |
Elective Area
Make Data Understandable: Analyze requirements, develop interactive visualizations, and apply appropriate visualization techniques to communicate data effectively.
|
Elective Area
|
5 CP |
| 6/7 |
Automotive Security (ATS)
6/7. Semester | 5 CP |
Elective Area – Security
How Secure Are Modern Vehicles? Investigate connected vehicles, identify vulnerabilities, and develop solutions to protect both systems and their users.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Bachelor Thesis (BA)
6/7. Semester | 12 CP |
Scientific Thesis
Your Own Research Project: Analyze a complex problem, research current technologies and methods, develop and validate your own solutions, and present your findings in a well-founded bachelor`s thesis.
|
Scientific Thesis
|
12 CP |
| 6/7 |
Big Data Engineering and Analysis (BDEA)
6/7. Semester | 5 CP |
Elective Area
Big Data Engineering and Analytics: Analyze massive datasets, develop high-performance systems, and use modern tools for large-scale data processing and analysis.
|
Elective Area
|
5 CP |
| 6/7 |
Imaging, Functional Diagnostics and Radiotherapy in Medicine (BFS)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Understand how modern medicine looks inside the body: You learn how key imaging techniques such as X‑ray, MRI and ultrasound work, how they support the diagnosis of heart, lung and brain diseases, and gain insights into the planning and delivery of modern therapies. You also see how computers and AI assist physicians in analyzing medical images and making clinical decisions.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Bioinformatics (BIM)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Connect Computer Science with Biology and Medicine: Learn how large biological datasets, such as genetic and protein data, are analyzed and interpreted. Apply algorithms and databases to better understand biological processes and support modern applications such as personalized medicine.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Digital Image Processing (BIV)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Teach computers how to see: You learn how to turn pixels into structured information – from color spaces and image operators through feature engineering and segmentation to deep learning methods for object detection, with a focus on medical imaging applications.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Challenge Based Making (CBM)
6/7. Semester | 5 CP |
Elective Area
From Idea to Working Prototype: Develop creative solutions, work with hardware and software, and turn innovative ideas into practical prototypes.
|
Elective Area
|
5 CP |
| 6/7 |
Cloud Computing and Security (CCS)
6/7. Semester | 5 CP |
Develop Applications for the Cloud: Build cloud-based applications, analyze security risks, and ensure that systems are reliable, secure, and resilient.
|
5 CP | |
| 6/7 |
Cloud Forensics (CLF)
6/7. Semester | 5 CP |
Elective Area – Security
Cloud Forensics: Investigate incidents in cloud environments, use specialized forensic tools, and understand the challenges of modern cloud-based digital forensics.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Cloud-native microservices with Go (CMG)
6/7. Semester | 5 CP |
Elective Area
Build Modern Distributed Applications: Develop applications composed of small, independent services, deploy them using containers, and create scalable and reliable systems.
|
Elective Area
|
5 CP |
| 6/7 |
Cross-platform development with the Flutter framework (CPD)
6/7. Semester | 5 CP |
Elective Area
One App for Every Platform: Develop applications for smartphones, the web, and desktop systems from a single codebase using the Flutter framework.
|
Elective Area
|
5 CP |
| 6/7 |
Cybersecurity in the process industry (CPI)
6/7. Semester | 5 CP |
Protect Industrial Systems: Analyze risks, identify vulnerabilities, and develop security concepts for industrial control systems.
|
5 CP | |
| 6/7 |
Cyber Security Awareness (CSA)
6/7. Semester | 5 CP |
Elective Area – Security
The Human Factor in Cybersecurity: Identify security threats, develop awareness campaigns, and evaluate their effectiveness.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Cyber Security Consulting (CSC)
6/7. Semester | 5 CP |
Elective Area – Security
Work Like an IT Consultant: Analyze customer requirements, develop practical solutions, and present your results professionally in a project report.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Computer Vision (CVIS)
6/7. Semester | 5 CP |
Elective Area
Understand How Computers See and Analyze Images: Learn how cameras capture data, how images are analyzed, and how information about shapes, motion, and 3D structures is extracted. Apply these methods in fields such as autonomous driving and industrial computer vision.
|
Elective Area
|
5 CP |
| 6/7 |
Data Science and Analytics (DSA)
6/7. Semester | 5 CP |
Elective Area
Understand Data: Collect, clean, and analyze data, apply statistics and artificial intelligence, and present results in a clear and meaningful way.
|
Elective Area
|
5 CP |
| 6/7 |
Financial Literacy with Python (FLIP)
6/7. Semester | 5 CP |
Elective Area – Information Systems
Understand Financial Markets: Learn everything from investing to retirement planning and use programming to make data-driven financial decisions.
|
Elective Area – Information Systems
|
5 CP |
| 6/7 |
Game Engineering (GAE)
6/7. Semester | 5 CP |
Elective Area
Develop Your Own Game: Work as part of a team, take on different roles, and develop a complete game—from the initial concept and story to game design and technical implementation.
|
Elective Area
|
5 CP |
| 6/7 |
Game Engineering Project (GAE-P)
6/7. Semester | 5 CP |
Elective Area
From the first game idea to the finished prototype: You will develop games in a team, work on storytelling, game balancing, and software architectures, and learn how to organize and implement creative projects collaboratively using agile methods.
|
Elective Area
|
5 CP |
| 6/7 |
Games and AI (GAI)
6/7. Semester | 5 CP |
Elective Area
Develop Intelligent Games: Program computer-controlled opponents, design decision-making logic, and use artificial intelligence to create more dynamic and realistic gameplay.
|
Elective Area
|
5 CP |
| 6/7 |
Introduction to Information Visualization (GDV)
6/7. Semester | 5 CP |
Elective Area
Make Data Visible: Learn how to present information clearly, create your own visualizations, and evaluate what makes them effective.
|
Elective Area
|
5 CP |
| 6/7 |
Principles of Neural Networks (GNN)
6/7. Semester | 5 CP |
Elective Area
Understand How AI Really Works: Develop your own neural networks, understand their architecture, and analyze how they learn and make decisions.
|
Elective Area
|
5 CP |
| 6/7 |
Business Process Management (BPM) (GPM)
6/7. Semester | 5 CP |
Elective Area
Improve and Automate Business Processes: Analyze business processes, optimize them, and apply modern automation methods.
|
Elective Area
|
5 CP |
| 6/7 |
Graph Theory (GRA)
6/7. Semester | 5 CP |
Elective Area
Understand and Use Networks: Work with connections and structures, develop algorithms, and apply them to solve practical problems.
|
Elective Area
|
5 CP |
| 6/7 |
Information and Communication Technologies for Sustainability (ICTS)
6/7. Semester | 5 CP |
Elective Area
Design Sustainable IT: Develop technologies that conserve resources and evaluate their impact on the environment, the economy, and society.
|
Elective Area
|
5 CP |
| 6/7 |
iPhone App Development using SwiftUI (IOS)
6/7. Semester | 5 CP |
Elective Area
Publish Your Own App on the App Store: Develop applications for iPhone, Mac, and Apple Watch and guide them through the entire publication process.
|
Elective Area
|
5 CP |
| 6/7 |
Internet of Things (IOT)
6/7. Semester | 5 CP |
Elective Area
Everything is connected: You develop applications that enable devices to communicate with each other and exchange data for industrial and everyday use.
|
Elective Area
|
5 CP |
| 6/7 |
Idea to Innovation (IZI)
6/7. Semester | 5 CP |
Elective Area
Turn Ideas into Real Products: Develop business models, transform creative concepts into practical solutions, and present your results convincingly.
|
Elective Area
|
5 CP |
| 6/7 |
Coding Theory (KDT)
6/7. Semester | 5 CP |
Elective Area
How Can Data Remain Error-Free? Learn how information can be transmitted reliably despite interference, develop your own error-correcting codes, and understand how they are used in communication, image processing, and encryption.
|
Elective Area
|
5 CP |
| 6/7 |
Clinical Decision Support (KEU)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Clinical Decision Support in Digital Healthcare Systems: Learn how electronic health records use medical information to support healthcare professionals in clinical decision-making. Focus on medical knowledge processing, integration into hospital information systems, and collaboration between humans and software. You will also explore the benefits and challenges of these systems in practice.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Artificial Intelligence for autonomous systems (KIS)
6/7. Semester | 5 CP |
Elective Area
Make Machines Intelligent: Develop AI systems that act autonomously—for example in image recognition, speech processing, or motion control—and apply them to solve real-world problems.
|
Elective Area
|
5 CP |
| 6/7 |
Commercialization of Open-Source Software (KOSS)
6/7. Semester | 5 CP |
Elective Area
From Code to Business: Develop business models for open-source software, understand software licensing, and collaborate with the community to create marketable solutions.
|
Elective Area
|
5 CP |
| 6/7 |
Cryptography (KRV)
6/7. Semester | 5 CP |
Elective Area – Security
Protect Secrets: Learn how data encryption works, how digital signatures ensure authenticity, and how secure communication is achieved.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Logic and formal languages (LFS)
6/7. Semester | 5 CP |
Elective Area
Teach Computers to Reason Logically: Learn to formulate statements precisely and derive conclusions using propositional and predicate logic as well as formal proof techniques. Explore logic programming, rule-based systems, and the fundamentals of artificial intelligence. You will also learn how formal languages and automata work and how computational problems are classified by complexity.
|
Elective Area
|
5 CP |
| 6/7 |
Mathematical Biology (MBI)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Understand Life Through Mathematics: Learn how mathematical models describe and predict biological processes such as population growth and evolution. Use equations, discrete mathematics, and combinatorial concepts to identify and analyze patterns in nature. You will also develop an understanding of how to choose suitable models and adapt them to real biological data.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Medicine 3 (MED3)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Understand how modern medicine works: You learn how physicians use imaging techniques such as X‑ray, MRI, CT, PET and ultrasound to make targeted diagnoses. You also gain insights into radiation therapy and minimally invasive treatment methods. You learn to better understand the needs and challenges of patients, physicians and nurses so that you can develop practical application solutions together with them and help implement these in everyday clinical practice.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Machine Learning (MLE)
6/7. Semester | 5 CP |
Elective Area
Teach Computers to Learn: Train machine learning models, apply different learning methods, and develop applications that automatically recognize patterns in data.
|
Elective Area
|
5 CP |
| 6/7 |
Node, Express and Nest (NEN)
6/7. Semester | 5 CP |
Elective Area
Backend Development Made Easy: Develop server-side applications, build APIs, and implement the business logic behind modern web applications.
|
Elective Area
|
5 CP |
| 6/7 |
Natural Language Processing (NLP)
6/7. Semester | 5 CP |
Elective Area
Teach Computers to Understand Language: Develop applications that analyze text, recognize meaning, and process natural language—from chatbots to search engines.
|
Elective Area
|
5 CP |
| 6/7 |
Product Development Project (PDP)
6/7. Semester | 10 CP |
Elective Area
Develop Innovative Products and Ideas: Work in interdisciplinary teams on open-ended challenges, develop user-centered concepts using design thinking, build prototypes in a makerspace, and present your solutions to clients and international audiences.
|
Elective Area
|
10 CP |
| 6/7 |
Prototype It Yourself (PIY)
6/7. Semester | 5 CP |
Elective Area
From Idea to Prototype: Develop your own digital or physical products, experiment with different approaches, and present functional prototypes.
|
Elective Area
|
5 CP |
| 6/7 |
Robotics (ROB)
6/7. Semester | 5 CP |
Elective Area
Program and Control Robots: Learn how robots are built and teach them to move and perform tasks.
|
Elective Area
|
5 CP |
| 6/7 |
Security of Automation Systems (SAS)
6/7. Semester | 5 CP |
Elective Area – Security
Secure Smart Factories: Analyze networked production systems, identify security risks, and develop protection strategies for modern industrial environments.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Scientific Computing with Julia (SCJ)
6/7. Semester | 5 CP |
Elective Area – Medical Informatics
Compute, Simulate, and Solve Real-World Problems: Learn the Julia programming language and the fundamentals of scientific computing, including numerical methods and the handling of rounding errors. Then develop your own simulations and applications for engineering, healthcare, and business while gaining insight into modern computational methods and their practical implementation.
|
Elective Area – Medical Informatics
|
5 CP |
| 6/7 |
Search Engine Optimization and Social Media Marketing (SEO)
6/7. Semester | 5 CP |
Elective Area
Increase Online Visibility: Learn how websites achieve better search rankings and how to strategically use social media to drive growth.
|
Elective Area
|
5 CP |
| 6/7 |
Software Ergonomy and Usability (SEU)
6/7. Semester | 5 CP |
Elective Area
Create Software People Enjoy Using: Develop user-friendly applications, analyze user behavior, and improve usability and user experience.
|
Elective Area
|
5 CP |
| 6/7 |
Secure Internet-based Services (SID)
6/7. Semester | 5 CP |
Elective Area – Security
Stay Safe Online: Identify risks in internet applications, evaluate existing systems, and develop secure usage concepts.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Secure Java Development (SJE)
6/7. Semester | 5 CP |
Elective Area – Security
Write secure programs: You identify common vulnerabilities in Java applications and learn how to prevent them effectively.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Security Management (SMA)
6/7. Semester | 5 CP |
Elective Area – Security
Manage Information Security in Organizations: Assess risks, plan security measures, and develop strategies for effective information security management.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Security Operations Center (SOC)
6/7. Semester | 5 CP |
Monitor Cyberattacks in Real Time: Learn how a Security Operations Center (SOC) works and how cyber threats are detected, analyzed, and mitigated.
|
5 CP | |
| 6/7 |
Secure Software Engineering (SSE)
6/7. Semester | 5 CP |
Elective Area – Security
Secure Software from the Start: Develop software that withstands attacks throughout its entire lifecycle—from design and development to deployment and operation.
|
Elective Area – Security
|
5 CP |
| 6/7 |
Student Research Project (STA)
6/7. Semester | 10 CP |
Scientific Thesis
Your Own Project: Work independently on a research or development question, develop your own solution, and present your results clearly and effectively.
|
Scientific Thesis
|
10 CP |
| 6/7 |
Tutorial (TUT)
6/7. Semester | 3 CP |
Elective Area
Support Others in Learning: Design and supervise exercises for fellow students and actively help them develop effective solutions while supporting their learning process.
|
Elective Area
|
3 CP |
| 6/7 |
User-Centred Cyber Physical Systems (UCPS)
6/7. Semester | 5 CP |
Elective Area
Developing physical systems for people: You'll build intelligent phyiscal systems that solve real-world problems and are user-centered.
|
Elective Area
|
5 CP |
| 6/7 |
UX Research and Design (UXD)
6/7. Semester | 5 CP |
Elective Area
Turn Great Ideas into User-Friendly Solutions: Analyze problems, develop solutions, and design intuitive applications with an outstanding user experience.
|
Elective Area
|
5 CP |
| 6/7 |
UX Design in SEP (VIR-D)
6/7. Semester | 5 CP |
Elective Area
Create Modern Interactive Media: Transform ideas into digital concepts, design user journeys and prototypes, and implement projects in teams—from practical product enhancements to visionary interaction design concepts.
|
Elective Area
|
5 CP |
| 6/7 |
Virtual Reality Project (VRP)
6/7. Semester | 5 CP |
Elective Area
Immerse Yourself in Virtual Worlds: Develop your own virtual reality applications, combine creative and technical approaches, and create engaging interactive experiences.
|
Elective Area
|
5 CP |
| 6/7 |
Distributed Systems (VS)
6/7. Semester | 5 CP |
Computer Science
Develop Scalable Applications: Analyze the requirements of distributed information systems, select suitable architectures and software, and design, implement, and operate distributed software solutions in practical settings.
|
Computer Science
|
5 CP |
| 6/7 |
Research Methods (WIA)
6/7. Semester | 5 CP |
Scientific Thesis
Work Methodically and Scientifically: Learn the principles of scientific research, critically evaluate academic literature, write scientific papers, and use models and structured argumentation to support your research.
|
Scientific Thesis
|
5 CP |